How to introduce AI into replenishment management
Replenishment is still too often treated as a logistical task. Yet, it is one of the most underutilized revenue levers in B2B.
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Ce que vous allez apprendre
A concrete method for turning replenishment into a revenue driver, rather than just a logistical task.
Pour qui ?
The history of replenishment
From pen and paper to automated restocking and AI, via digitalization
The limits of replenishment digitalization
Endogenous and exogenous factors
Integrating AI at headquarters and in-store
Saving time and gaining insights through AI
The future of replenishment
The importance of relationships
Replenishment is still too often treated as a logistical task. Yet, it is one of the most underutilized revenue levers in B2B.
The key takeaway from the webinar
Two expert perspectives


Arnaud Rihiant
IT entrepreneur and founding team member at Mirakl. He created DJUST to simplify and automate order management in the age of AI.

Andrea Di Carlo
Improving data & identifying key parameters
Des résultats concrets
increase in sales team
productivity
Nos ressources liés au webinaire
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How to introduce AI into replenishment management

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Frequently asked questions
How long does ERP integration take?
The timeline depends on the scope. A B2B e-commerce project connected to your ERP is typically deployed in 4 to 6 months, while a turnkey platform for SMBs can go live in just a few weeks, according to DJUST. A full ERP project for an SMB usually takes 3 to 9 months. Mapping workflows upfront can significantly shorten that timeline.

How are prices and inventory managed on a per-client basis?
Management settings are configured within the solution and synchronized with the ERP. Each account is assigned a specific price list, with volume-based discounts applied automatically. Inventory levels are displayed by warehouse in real time to prevent stockouts. Documenting pricing and availability rules—and then testing them via a pilot program—ensures the accuracy of the displayed information before the system is rolled out to all customers.

How Long Does an API-First ERP Integration Take?
The timeline depends on the complexity of your IT infrastructure and the number of data flows involved. With an API connector and the right tools in place, connecting to an ERP can happen very quickly, and a full e-commerce project is usually deployed within a few months. To choose between solutions and decide which B2B e-commerce platform is the right fit, focus first on the breadth and stability of their APIs.

How long does a WMS integration take?
The timeline depends on the complexity of your workflows and the quality of your data. According to Generix, WMS implementation typically ranges from three months to a year. A simple scope, involving one warehouse and standard workflows, can be deployed quickly. A multi-warehouse project with EDI and extensive customization requires more time. Data migration is a major factor in the overall schedule.

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